With the rise of the internet and use computers from time to time, the risk of online threats and malware in devices is increasing as well. Those who are tech-savvy know how to protect the devices, but the ones who are not much aware of these threats fall in the trap. The malicious software and viruses can damage your whole PC or Smartphone if you don't have an ideal antivirus. Hence, it is better to have an antivirus than regretting about the damage of your device later.

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Group gathering pure/applied mathematicians, phycisist and engineers, with common interest for Geometric tools and their applications. Conferences, projects, and Jobs announcement. Videos and documents archive..

Machine learning is an interdisciplinary field in the intersection of mathematical statistics and computer sciences. Machine learning studies statistical models and algorithms for deriving predictors, or meaningful patterns from empirical data. Machine learning techniques are applied in search engine, speech recognition and natural language processing, image detection, robotics etc. In our course we address the following questions:
What is the mathematical model of learning? How to quantify the difficulty/hardness/complexity of a learning problem? How to choose a learningmodel and learning algorithm? How to measure success of machine learning?
The syllabus of our course: